{"id":100603,"date":"2019-10-09T23:59:08","date_gmt":"2019-10-09T20:59:08","guid":{"rendered":"https:\/\/www.enerjigazetesi.ist\/?p=100603"},"modified":"2019-10-09T23:59:08","modified_gmt":"2019-10-09T20:59:08","slug":"elektrik-piyasasi-istatistiksel-analizi-09-10-2019","status":"publish","type":"post","link":"https:\/\/www.enerjigazetesi.ist\/en\/elektrik-piyasasi-istatistiksel-analizi-09-10-2019\/","title":{"rendered":"(Turkish) Elektrik Piyasas\u0131 \u0130statistiksel Analizi \u2013 (09.10.2019)"},"content":{"rendered":"

Sorry, this entry is only available in Turkish<\/a>. For the sake of viewer convenience, the content is shown below in the alternative language. You may click the link to switch the active language.<\/p>

\u00d6ne \u00e7\u0131kan piyasaya dair g\u00fcncel haberler \u015f\u00f6yle;<\/strong><\/p>\n

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-Petrol fiyatlar\u0131, ABD ile \u00c7in aras\u0131ndaki ticaret g\u00f6r\u00fc\u015fmelerine ili\u015fkin iyimserlik ve T\u00fcrk birliklerinin Suriye s\u0131n\u0131r\u0131n\u0131 ge\u00e7ti\u011fine ili\u015fkin haberlerle y\u00fckseldi<\/strong><\/p>\n

-\u0130SKEN CEO\u2019su S\u0131rr\u0131 Uyan\u0131k, T\u00fcrkiye\u2019nin \u00f6zelle\u015ftirilen k\u00f6m\u00fcr santrallerinde \u00e7evre kirlili\u011fi s\u0131n\u0131rlamalar\u0131n\u0131n uygulanmad\u0131\u011f\u0131n\u0131 belirterek, \u201cO santraller \u00f6zelle\u015ftirilece\u011fine kapat\u0131lsayd\u0131 bence \u00e7ok daha iyi olurdu\u201d dedi<\/strong><\/p>\n

-Unilever, 2025 y\u0131l\u0131na kadar 100 bin tondan fazla plastik ambalaj malzemesini ortadan kald\u0131raca\u011f\u0131n\u0131 ve satt\u0131\u011f\u0131ndan daha fazla plastik ambalaj\u0131 toplayarak i\u015fleyece\u011fini duyurdu<\/strong><\/p>\n

-Enerji ve Tabii Kaynaklar Bakan Yard\u0131mc\u0131s\u0131 Abdullah Tancan, 2020 y\u0131l\u0131n\u0131n sonlar\u0131na do\u011fru ileri tarihli i\u015flemlere olanak veren Vadeli Elektrik Piyasas\u0131’n\u0131\u00a0(VEP) kurarak piyasan\u0131n ve kat\u0131l\u0131mc\u0131lar\u0131n hizmetine a\u00e7may\u0131 planlad\u0131klar\u0131n\u0131 s\u00f6yledi<\/strong><\/p>\n

-Zorlu Enerji Solar ve Yurtd\u0131\u015f\u0131 Yat\u0131r\u0131mlar Direkt\u00f6r\u00fc Evren Evcit, arz s\u0131k\u0131nt\u0131lar\u0131 nedeniyle getirisi y\u00fcksek oldu\u011fu i\u00e7in reg\u00fclasyon s\u0131k\u0131nt\u0131lar\u0131n\u0131n oldu\u011fu riski y\u00fcksek \u00fclkelerde yat\u0131r\u0131m yapt\u0131klar\u0131n\u0131 s\u00f6yledi.<\/strong><\/p>\n

G\u00fcn \u00f6ncesi elektrik piyasas\u0131nda yar\u0131n i\u00e7in olu\u015fan megavat saat (MWh) ba\u015f\u0131na piyasa takas fiyat\u0131 ortalamas\u0131 305<\/strong>.35<\/strong> TL olarak belirlendi. Fiyatlardaki da\u011f\u0131l\u0131ma bak\u0131ld\u0131\u011f\u0131nda, g\u00fcn\u00fcn maksimum fiyat\u0131 324<\/strong>.82<\/strong> TL\/MWh olarak 18<\/strong>:00<\/strong> – 19<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 278<\/strong>.21<\/strong> TL\/MWh olarak 04<\/strong>:00<\/strong> – 05<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fti. Puant saatlerde (17<\/strong>:00<\/strong> – 22<\/strong>:00<\/strong>) ortalama piyasa takas fiyat\u0131 ise 317<\/strong>.7<\/strong> TL\/MWh olarak hesaplanabilmektedir.<\/p>\n

Bir \u00f6nceki g\u00fcn ile k\u0131yasland\u0131\u011f\u0131nda ortalama piyasa takas fiyat\u0131nda 13<\/strong>.13<\/strong> TL art\u0131\u015f g\u00f6zlemlenmektedir. Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP) verilerine bak\u0131ld\u0131\u011f\u0131nda termik enerji dahilinde do\u011fal gaz % 24<\/strong>, linyit % 17<\/strong>, ithal k\u00f6m\u00fcr % 26<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenirken, yenilenebilir enerji dahilinde ise hidro % 26<\/strong>, r\u00fczgar % 2<\/strong>, jeotermal % 3<\/strong> oran\u0131nda \u00fcretimin ger\u00e7ekle\u015fmesi beklenmektedir. Bununla birlikte fiyatlardaki art\u0131\u015f, hafta i\u00e7i t\u00fcketim talebindeki art\u0131\u015f ve \u00fcretimin a\u011f\u0131rl\u0131kl\u0131 olarak k\u00f6m\u00fcr santrallerinde beklenmesi<\/strong> ile a\u00e7\u0131klanabilmektedir. Yar\u0131n i\u00e7in planlanan \u00fcretim bazl\u0131 Kesinle\u015fmi\u015f G\u00fcnl\u00fck \u00dcretim Plan\u0131 (KG\u00dcP) a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

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Tahminleme Modeli* analizi sonucu ortalama piyasa takas fiyat\u0131 301<\/strong>.13<\/strong> TL\/MWh ve ortalama t\u00fcketim 33,940<\/strong> MWh olarak \u00f6ng\u00f6r\u00fclmektedir. Modelin piyasa takas fiyat\u0131na dair ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck % 75<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131** ise g\u00fcnl\u00fck % 96<\/strong> olarak hesaplan\u0131rken, bug\u00fcne kadar yap\u0131lan piyasa takas fiyat\u0131na dair analizlere g\u00f6re ba\u015far\u0131 oran\u0131 % 91<\/strong>, t\u00fcketime dair ba\u015far\u0131 oran\u0131 ise % 93<\/strong> olarak hesaplanmaktad\u0131r. Saatlik yar\u0131n i\u00e7in olu\u015fan ve tahmin edilen piyasa takas fiyatlar\u0131 ile haftal\u0131k bazda tahmin edilen ve ger\u00e7ekle\u015ftik\u00e7e yer alacak g\u00fcnl\u00fck ortalama t\u00fcketim de\u011ferleri a\u015fa\u011f\u0131daki grafiklerde yer almaktad\u0131r.<\/p>\n

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Yar\u0131ndan sonraki g\u00fcn i\u00e7in olu\u015facak ortalama piyasa takas fiyat\u0131 296<\/strong>.11<\/strong> TL\/MWH olarak tahmin edilmektedir. Buna ba\u011fl\u0131 olarak g\u00fcn\u00fcn maksimum fiyat\u0131 313<\/strong>.64<\/strong> TL\/MWh olarak 17<\/strong>:00<\/strong> – 18<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda, minimum fiyat\u0131 215<\/strong>.01<\/strong> TL\/MWh olarak 03<\/strong>:00<\/strong> – 04<\/strong>:00<\/strong> saat aral\u0131\u011f\u0131nda ger\u00e7ekle\u015fece\u011fi \u00f6ng\u00f6r\u00fclmektedir. Puant saatlerde (17<\/strong>:00<\/strong> – 22<\/strong>:00<\/strong>) tahmini ortalama piyasa takas fiyat\u0131 ise 309<\/strong>.87<\/strong> TL\/MWh olarak hesaplanabilmektedir. Saatlik olu\u015facak piyasa takas fiyat\u0131 tahminleri a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

\"\"<\/p>\n

Organize Toptan Do\u011fal Gaz Sat\u0131\u015f Piyasas\u0131 (OTSP) dahilinde 01<\/strong>.10<\/strong>.2019<\/strong> \u2013 09<\/strong>.10<\/strong>.2019<\/strong> tarihleri aras\u0131 ortalama Gaz Referans Fiyat\u0131 (GRF) 1,443<\/strong>.1<\/strong> TL\/1000<\/strong> sm3<\/strong> olarak belirlenirken, ayn\u0131 tarihler aras\u0131nda toplam ger\u00e7ekle\u015fen e\u015fle\u015fmelerin miktar\u0131 ise 24,538<\/strong> x1000<\/strong> sm3<\/strong> olarak belirlendi. \u0130lgili tarihler aras\u0131nda g\u00fcnl\u00fck Gaz Referans Fiyat\u0131 (GRF) ile E\u015fle\u015fme Miktar\u0131 verileri a\u015fa\u011f\u0131daki grafikte yer almaktad\u0131r.<\/p>\n

\"\"<\/p>\n

*Tahminleme Modeli; istatistiksel tahminleme metodu olan SARIMA (Seasonal Autoregressive Integrated Moving Average) kullan\u0131larak MATLAB yaz\u0131l\u0131m geli\u015ftirme platformunda haz\u0131rlanm\u0131\u015ft\u0131r. Model ve di\u011fer t\u00fcm kullan\u0131lan veriler dahilinde girdi verileri olarak EP\u0130A\u015e \u015eeffafl\u0131k Platformunda g\u00fcnl\u00fck yay\u0131nlanan piyasa takas fiyatlar\u0131 ve ger\u00e7ekle\u015fen t\u00fcketim verileri kullan\u0131lmaktad\u0131r. Model ile ilgili detayl\u0131 bilgi alabilmek i\u00e7in l\u00fctfen ileti\u015fime ge\u00e7iniz.<\/em><\/p>\n

**T\u00fcketime Dair Ba\u015far\u0131 Oran\u0131; t\u00fcketim baz\u0131nda yap\u0131lan haftal\u0131k tahminlerde Pazar g\u00fcnleri yay\u0131nlanan raporda hen\u00fcz ger\u00e7ekle\u015fen veri olmad\u0131\u011f\u0131 i\u00e7in Sal\u0131 g\u00fcn\u00fc itibari ile ba\u015far\u0131 oran\u0131 g\u00fcnl\u00fck olarak hesaplanarak, raporda g\u00fcncellenecektir.<\/em><\/p>\n

Haz\u0131rlayan:<\/strong>\u00a0T\u00fcmay SOLAK \u2013 Risk Y\u00f6netimi Uzman\u0131 \u2013\u00a0tumay.solak@enerjigazetesi.ist<\/a><\/p>\n

Yay\u0131na Alan:\u00a0<\/strong>Dervi\u015f KORKMAZ \u2013 F\u0131rat \u00dcniversitesi \/ Elektrik \u2013 Elektronik M\u00fchendisli\u011fi\u00a0 \u2013\u00a0dkorkmaz164@gmail.com<\/a><\/p>","protected":false},"excerpt":{"rendered":"

Sorry, this entry is only available in Turkish. For the sake of viewer convenience, the content is shown below in the alternative language. You may click the link to switch the active language.\u00d6ne \u00e7\u0131kan piyasaya dair g\u00fcncel haberler \u015f\u00f6yle; -Petrol fiyatlar\u0131, ABD ile \u00c7in aras\u0131ndaki ticaret g\u00f6r\u00fc\u015fmelerine ili\u015fkin iyimserlik ve T\u00fcrk birliklerinin Suriye s\u0131n\u0131r\u0131n\u0131 ge\u00e7ti\u011fine […]<\/p>\n","protected":false},"author":9,"featured_media":100369,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[51,53],"tags":[1198,14417,58246,886,56151,54913,50112,9302,45271,50069,25180,61,34979,57202,53868,36029,53114,343,19638,7285,8304,39373,34980,39661,50387,39426,26353,52674,19,58080,67,58248,18,12,58079,52480,347,58247,39351,35111,57944,58249],"views":665,"_links":{"self":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/100603"}],"collection":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/comments?post=100603"}],"version-history":[{"count":0,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/posts\/100603\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media\/100369"}],"wp:attachment":[{"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/media?parent=100603"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/categories?post=100603"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.enerjigazetesi.ist\/en\/wp-json\/wp\/v2\/tags?post=100603"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}